Deokjae Lee
6 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(5)
Optimization & Theory · Machine Learning
(5)
Artificial Intelligence
(4)
Core AI · Artificial Intelligence
(4)
Application Areas
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Learning Types
(2)
Optimization
(2)
Optimization & Theory · Deep Learning
(2)
Computer Vision
(1)
Core AI · Computer Vision
(1)
Keywords
neural network pruning
(2)
channel pruning
(2)
bayesian optimization
(2)
network efficiency
(1)
network pruning
(1)
neural network optimization
(1)
discrete optimization
(1)
dynamic programming
(1)
quadratic programming
(1)
greedy policy
(1)
subset selection
(1)
adversarial attack
(1)
black-box attack
(1)
red teaming
(1)
inference latency
(1)
adversarial testing
(1)
black-box testing
(1)
gradient information
(1)
inference time
(1)
black-box adversarial attack
(1)
Papers
GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance
ICML 2025
Training Greedy Policy for Proposal Batch Selection in Expensive Multi-Objective Combinatorial Optimization
ICML 2024
Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming
ICML 2023
Query-Efficient Black-Box Red Teaming via Bayesian Optimization
ACL 2023
Optimal channel selection with discrete QCQP
AISTATS 2022
Query-Efficient and Scalable Black-Box Adversarial Attacks on Discrete Sequential Data via Bayesian Optimization
ICML 2022